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Benchmarks
Vision-Language Understanding on SEED-Bench Image
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100
Average Accuracy
Vanilla
73.7504
80.5652
87.38
94.1948
Mar 10, 2026
Mar 16, 2026
Mar 23, 2026
Mar 30, 2026
Apr 5, 2026
Apr 12, 2026
Apr 19, 2026
Average Accuracy
SEEDI
Relative Performance
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Accuracy
SEEDI
Relative Performance
Vanilla
Retained Tokens=576, T...
2026.03
100
69.7
-
PRUNESID
Retained Tokens=192, T...
2026.03
98.7
67.8
-
VisionZip
Retained Tokens=192, T...
2026.03
98.3
67.5
-
PRUNESID
Retained Tokens=128, T...
2026.03
97.4
66.5
-
VisionZip
Retained Tokens=128, T...
2026.03
96.2
65.6
-
PRUNESID
Retained Tokens=64, To...
2026.03
94.4
63.6
-
VisionZip
Retained Tokens=64, To...
2026.03
92.4
61.7
-
Original
Precision (Pre.)=FP16,...
2026.04
77.53
-
100
Quant.
Precision (Pre.)=W4A4,...
2026.04
75.94
-
97.95
QUOTA
Precision (Pre.)=W4A4,...
2026.04
75.19
-
96.98
Pruning
Precision (Pre.)=FP16,...
2026.04
74.76
-
96.43
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